Comprehensive Models for Evaluating Rockmass Stability Based on Statistical Comparisons of Multiple Classifiers

Table 5

Areas under ROC curves for cases of wedge failure mechanism.

Methods	Areas	Standard error	𝑃 value	95% confidence interval
				Upper	Lower
Bayes	0.908	0.073	0.0010	0.7650	1.000
Fisher	0.908	0.073	0.0010	0.7650	1.000
LR	0.908	0.073	0.0010	0.7650	1.000
NN	0.783	0.102	0.0250	0.5830	0.984
RF	0.900	0.079	0.0020	0.7460	1.000
SVM	0.950	0.057	0.0000	0.8380	1.000